We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
UROTHELIAL CANCER - Interactive survival scatter ploti
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A6 is prognostic, high expression is favorable in urothelial cancer
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
2726.0
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
14423.9
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
13977.0
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
13670.4
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
13042.4
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
11789.1
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
11589.2
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
10616.7
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
10585.7
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
10387.3
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
10096.6
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
9796.3
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
9702.1
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
9150.2
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
8981.9
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
8639.5
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
8352.4
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
7580.7
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
7535.4
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
7376.0
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
7307.0
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
7279.1
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
6949.4
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
6904.2
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
6889.8
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
6621.6
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
6615.0
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
6614.0
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
6504.0
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
6417.1
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
6312.2
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
6211.3
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
6178.8
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
6140.9
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
6057.9
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
6023.0
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
5853.2
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
5839.2
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
5833.0
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
5751.5
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
5731.9
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
5688.0
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
5621.3
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
5527.4
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
5491.6
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
5429.9
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
5347.3
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
5300.9
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
5213.9
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
5197.1
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
5180.5
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
5166.9
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
5108.7
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
5014.8
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
4967.3
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
4918.9
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
4889.4
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
4884.9
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
4882.2
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
4786.4
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
4752.3
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
4745.3
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
4742.3
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
4708.9
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
4706.0
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
4676.0
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
4673.6
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
4636.1
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
4629.9
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
4625.5
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
4581.8
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
4571.4
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
4497.9
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
4494.6
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
4393.0
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
4384.4
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
4347.7
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
4322.3
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
4193.1
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
4183.1
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
4157.1
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
4117.9
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
4111.0
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
4060.7
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
4042.8
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
4012.3
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
4011.3
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
3978.5
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
3968.8
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
3961.7
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
3961.0
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
3916.7
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
3894.8
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
3862.6
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
3860.7
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
3844.3
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
3838.0
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
3836.4
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
3832.3
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
3809.4
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
3789.0
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
3621.8
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
3616.0
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
3613.7
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
3597.4
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
3546.9
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
3540.2
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
3513.6
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
3468.2
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
3443.9
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
3440.5
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
3409.9
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
3389.1
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
3353.9
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
3351.4
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
3346.3
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
3340.5
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
3323.5
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
3295.7
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
3270.2
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
3257.6
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
3189.0
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
3162.7
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
3128.7
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
3100.1
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
3041.2
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
3008.7
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
3004.2
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
2992.1
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
2991.3
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
2991.1
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
2971.6
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
2940.1
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
2939.3
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
2935.7
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
2926.7
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
2922.6
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
2920.5
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
2919.1
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
2911.1
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
2907.6
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
2903.0
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
2895.2
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
2895.1
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
2882.1
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
2872.6
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
2838.8
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
2816.6
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
2780.9
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
2778.6
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
2765.9
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
2759.1
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
2742.3
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
2735.4
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
2703.1
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
2702.0
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
2685.1
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
2680.0
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
2663.8
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
2661.2
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
2659.6
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
2653.6
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
2651.0
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
2648.6
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
2630.3
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
2629.2
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
2599.1
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
2580.6
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
2499.3
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
2499.2
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
2495.5
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
2475.0
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
2471.2
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
2460.4
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
2459.9
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
2456.1
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
2415.9
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
2413.5
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
2397.6
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
2389.6
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
2382.5
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
2363.8
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
2334.9
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
2313.7
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
2278.5
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
2272.7
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
2251.7
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
2251.4
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
2236.6
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
2236.0
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
2230.4
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
2225.8
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
2200.7
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
2195.6
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
2186.1
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
2185.5
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
2181.2
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
2176.1
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
2163.0
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
2158.9
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
2155.0
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
2138.3
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
2119.2
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
2075.6
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
2061.0
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
2045.2
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
2041.8
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
2041.6
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
2022.6
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
2018.6
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
1997.3
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
1993.6
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
1948.7
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
1941.4
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
1920.5
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
1891.7
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
1877.7
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
1877.4
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
1871.1
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
1870.6
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
1857.4
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
1856.9
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
1841.7
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
1822.6
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
1820.3
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
1815.9
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
1806.8
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
1763.7
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
1750.5
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
1721.9
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
1712.8
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
1698.8
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
1696.6
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
1679.6
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
1655.9
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
1648.4
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
1640.4
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
1638.6
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
1636.4
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
1633.6
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
1629.6
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
1607.7
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
1594.1
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
1587.5
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
1587.4
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
1578.4
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
1569.8
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
1566.8
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
1564.9
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
1543.4
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
1508.4
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
1502.6
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
1498.0
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
1462.5
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
1460.7
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
1454.9
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
1427.7
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
1427.4
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
1409.9
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
1405.1
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
1400.4
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
1393.3
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
1387.6
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
1379.1
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
1375.2
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
1367.1
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
1360.7
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
1359.4
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
1351.0
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
1346.1
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
1339.6
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
1333.8
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
1332.9
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
1302.3
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
1299.3
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
1279.3
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
1278.2
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
1261.7
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
1258.3
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
1258.3
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
1253.5
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
1249.0
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
1246.9
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
1243.8
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
1235.4
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
1229.4
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
1226.9
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
1226.3
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
1216.5
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
1216.1
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
1215.8
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
1205.6
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
1192.9
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
1191.5
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
1185.3
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
1184.0
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
1168.3
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
1166.4
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
1141.0
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
1130.2
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
1124.2
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
1117.3
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
1109.6
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
1095.7
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
1093.0
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
1090.5
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
1080.8
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
1078.5
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
1072.1
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
1062.1
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
1041.2
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
1028.8
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
1018.4
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
1016.2
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
988.9
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
984.9
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
980.2
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
966.8
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
962.2
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
961.4
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
956.3
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
953.7
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
939.9
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
933.8
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
922.1
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
915.8
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
904.9
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
895.4
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
889.5
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
886.5
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
884.1
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
882.3
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
854.9
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
849.9
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
849.5
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
842.6
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
842.5
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
838.7
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
837.5
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
831.7
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
827.6
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
827.5
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
824.9
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
815.4
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
797.8
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
769.1
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
767.9
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
758.1
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
743.9
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
733.6
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
722.1
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
708.1
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
670.6
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
661.9
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
656.2
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
642.9
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
636.3
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
610.4
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
601.6
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
597.9
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
595.2
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
581.5
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
576.5
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
572.0
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
559.9
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
558.9
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
554.8
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
550.0
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
541.6
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
530.9
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
530.5
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
523.4
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
522.8
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
502.5
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
497.5
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
486.9
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
483.0
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
459.5
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
457.6
TCGA-HQ-A2OE-01A
male, alive, 1174 days
445.8
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
443.8
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
429.2
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
428.3
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
420.3
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
415.5
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
396.3
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
373.6
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
371.5
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
349.7
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
347.4
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
323.7
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
310.0
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
303.8
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
267.7
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
263.6
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
241.4
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
241.1
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
215.2
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
191.4
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
185.9
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
157.6
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
93.7
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
85.5
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
84.2
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
59.3
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
52.8
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
43.5
Show allShow less
UROTHELIAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.